Engram: persistent memory for agents on Linux
One Go binary, one SQLite database, the same brain for Claude, Codex, and Grok. How to install Engram on Linux, connect it to agents, set the project name correctly, and start the daemon at boot.
AI
Claude-Mem alternatives in Go, Rust, and C
Compare alternatives to Claude-Mem in Go, Rust, and C: Deja Vu for searching previously saved histories, Engram, ai-memory, mnemo, Leteo, Subcog, and other options.
llama.cpp: getting to know, installing and running local AI on Linux
There is a project almost everyone depends on without knowing it. When you run a local model with Ollama, LM Studio, Jan, or that AI app on your phone, chances are that underneath it all, llama.cpp is doing the calculations — an inference engine written in pure C++, … Read more
A week with the Omarchy Quattro: what works and what divides the community
Video summary: this article discusses and expands on “A New Linux Flavor Of The Week” from UFD Tech, whose host spent a week using Omarchy Quattro every day. Video URL: https://www.youtube.com/watch?v=0TKuxFU8Vn0 We have already explained what Omarchy is — DHH’s distribution built on Arch and Hyprland that became … Read more
Omarchy: DHH's distro that became an agentic operating system
Video summary: this article starts with “Omarchy Agentic OS — This Changes EVERYTHING For AI-Native Founders” from Simon Høiberg and goes further using the project’s official documentation. Video URL: https://www.youtube.com/watch?v=JjjecbwrioA A SaaS founder installs a Linux distribution and asks an AI agent to reconfigure the shortcuts and … Read more
vLLM: serving LLMs on Linux with high throughput — history, installation, and first steps
If you have run a local LLM with Ollama or llama.cpp, you know it works very well — for one or two people. When demand becomes an API that must handle dozens of simultaneous requests, the situation changes: the GPU sits idle waiting, memory becomes fragmented, and throughput plummets. That is precisely the problem … Read more
Project Rainier: AWS's AI data center that runs without NVIDIA
Video summary: this article is an annotated and fact-checked summary of “No Nvidia Chips Needed! Amazon’s New AI Data Center For Anthropic Is Truly Massive” from CNBC, published on October 29, 2025. Video URL: https://www.youtube.com/watch?v=vnGC4YS36gU In October 2025, CNBC brought a camera into what would become … Read more
Tesla V100 32 GB: the cheapest NVIDIA GPU for local AI
Running AI models with 27 billion parameters at home usually runs into the same wall: the price of a GPU with plenty of VRAM. But there is a shortcut straight from data centers: the NVIDIA Tesla V100 with 32 GB, retired from cloud fleets in large numbers and sold used for a fraction of its original price — … Read more
The history of NVIDIA
In 1993, three engineers met at a Denny’s restaurant in California to found a graphics chip company in a market that already had dozens of competitors. Thirty years later, that company would become, at several points, the most valuable on the planet. This is the history of NVIDIA: from the flops that almost killed it … Read more
AMD beats Nvidia on every specification — and still loses
Video summary: this article is a detailed summary of “AMD Beats Nvidia On Every Spec And Still Loses” from The Stack. Video URL: https://www.youtube.com/watch?v=bOHhUVSDmrw On paper, there should not even be a contest: the AMD MI300X accelerator carries 192 GB of memory against 80 GB on the Nvidia H100 and moves 5.3 TB/s of bandwidth … Read more